{"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak":9326034944,"DeviceStatsMonitor.on_validation_batch_start/segment.small_pool.current":414,"Purity/4FRt0SRqqt*FBt/event_purity":0,"Purity/0FRt*SRqqt1FBt/event_purity":0.6508833765983582,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.small_pool.peak":889,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed":774965988175360,"DeviceStatsMonitor.on_validation_batch_start/allocation.large_pool.current":2,"Purity/4FRt0SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current":451,"Purity/0FRt2SRqqt2FBt/SRqqt_purity":0.4821428656578064,"Purity/2FRt*SRqqt*FBt/event_proportion":0.1024305522441864,"Purity/2FRt*SRqqt0FBt/SRqqt_purity":0.49408286809921265,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak":908,"Purity/2FRt1SRqqt2FBt/SRqqt_purity":0.7727272510528564,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed":764449211856896,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current":20064,"Purity/3FRt1SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.current":2,"Purity/2FRt2SRqqt2FBt/FBt_purity":1,"Purity/1FRt0SRqqt2FBt/FBt_purity":0.9896175265312195,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.small_pool.freed":10632242083328,"Purity/1FRt*SRqqt4FBt/FRt_purity":0.5,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.all.allocated":714205478602240,"Purity/4FRt*SRqqt0FBt/FRt_purity":0.125,"DeviceStatsMonitor.on_validation_batch_end/active.large_pool.current":2,"_step":993,"Purity/*FRt*SRqqt4FBt/SRqqt_purity":0,"Purity/*FRt*SRqqt3FBt/FBt_purity":0.9255319833755493,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.all.peak":9955586048,"Purity/3FRt*SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.small_pool.current":868220928,"Purity/*FRt1SRqqt2FBt/FBt_purity":0.9820917248725891,"DeviceStatsMonitor.on_validation_batch_end/segment.small_pool.peak":414,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.current":20064,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated":691670074949627,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.small_pool.allocated":57892170,"Purity/1FRt*SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.all.peak":337538560,"Purity/0FRt3SRqqt*FBt/event_proportion":0.0066964286379516125,"Purity/0FRt0SRqqt3FBt/FBt_purity":0.9375,"Purity/3FRt0SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_start/allocation.all.freed":404581963,"Purity/*FRt*SRqqt1FBt/SRqqt_purity":0.5507690906524658,"Purity/0FRt*SRqqt4FBt/FBt_purity":0.8125,"Purity/0FRt4SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/active.large_pool.peak":2605,"Purity/1FRt1SRqqt0FBt/SRqqt_purity":0.4987872838973999,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.large_pool.freed":0,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed":175041414,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current":414,"Purity/2FRt2SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.all.peak":9643699025,"Purity/4FRt*SRqqt1FBt/event_proportion":0,"Purity/0FRt3SRqqt0FBt/SRqqt_purity":0.39128535985946655,"Purity/1FRt0SRqqt4FBt/event_proportion":6.200397183420137e-05,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak":861853521,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.small_pool.current":115343872,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.large_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated":699953656933888,"Purity/1FRt1SRqqt0FBt/FRt_purity":0.14742262661457062,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.all.current":139283968,"Purity/1FRt2SRqqt*FBt/FRt_purity":0.16181661188602448,"Purity/2FRt1SRqqt*FBt/event_purity":0.0014430014416575432,"loss/FBt3/assignment_loss":0.1391515640600281,"DeviceStatsMonitor.on_validation_batch_start/oversize_segments.current":0,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.peak":24128,"Purity/*FRt0SRqqt4FBt/FBt_purity":0.8500000238418579,"Purity/*FRt2SRqqt3FBt/FBt_purity":0.6666666865348816,"Purity/*FRt2SRqqt3FBt/event_proportion":6.200397183420137e-05,"Purity/2FRt0SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/active.all.allocated":402410532,"Purity/*FRt3SRqqt1FBt/FBt_purity":0.9629629850387573,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.large_pool.freed":704068784934912,"Purity/2FRt1SRqqt0FBt/event_proportion":0.0318080373108387,"Purity/*FRt3SRqqt0FBt/SRqqt_purity":0.4155508875846863,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak":10194255872,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.all.peak":908,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed":700009991969792,"Purity/4FRt*SRqqt*FBt/event_purity":0,"Purity/*FRt3SRqqt2FBt/SRqqt_purity":0.6666666865348816,"Purity/0FRt*SRqqt0FBt/event_proportion":0.2192460298538208,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed":0,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed":0,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated":699953656933888,"Purity/1FRt2SRqqt2FBt/SRqqt_purity":0.4833333194255829,"Purity/*FRt2SRqqt0FBt/FRt_purity":0.14907053112983704,"Purity/1FRt3SRqqt2FBt/FBt_purity":1,"particle/accuracy_4_of_6":1,"DeviceStatsMonitor.on_validation_batch_end/active.small_pool.allocated":228473694,"DeviceStatsMonitor.on_train_batch_end/allocation.all.peak":24401,"Purity/2FRt*SRqqt1FBt/event_purity":0.040028978139162064,"Purity/2FRt*SRqqt1FBt/FBt_purity":1,"Purity/2FRt4SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.small_pool.allocated":10137040791040,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak":863815680,"DeviceStatsMonitor.on_train_batch_end/num_ooms":0,"Purity/1FRt1SRqqt3FBt/FBt_purity":0.8333333730697632,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.all.current":510833152,"DeviceStatsMonitor.on_train_batch_end/segment.all.freed":0,"Purity/0FRt*SRqqt4FBt/event_proportion":0.00024801588733680546,"Purity/4FRt*SRqqt0FBt/event_proportion":0.00018601190822664648,"Purity/1FRt1SRqqt1FBt/event_proportion":0.0392485111951828,"DeviceStatsMonitor.on_validation_batch_start/segment.large_pool.current":430,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated":10578590680064,"Purity/2FRt2SRqqt1FBt/event_proportion":0.00390625,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current":23940096,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated":700010009972736,"Purity/3FRt3SRqqt0FBt/event_proportion":0.0005580357392318547,"loss/FRt2/detection_loss":2.9458072478217736,"jet/accuracy_3_of_7":0,"Purity/2FRt2SRqqt4FBt/event_proportion":0,"Purity/4FRt0SRqqt0FBt/FRt_purity":0,"Purity/2FRt1SRqqt*FBt/FBt_purity":0.9979166388511658,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak":30,"Purity/*FRt*SRqqt0FBt/FRt_purity":0.16567903757095337,"Purity/2FRt2SRqqt1FBt/SRqqt_purity":0.5625,"DeviceStatsMonitor.on_train_batch_end/segment.all.current":844,"Purity/*FRt3SRqqt2FBt/event_proportion":6.200397183420137e-05,"particle/accuracy_5_of_5":1,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current":187564032,"DeviceStatsMonitor.on_validation_batch_end/segment.large_pool.current":430,"particle/accuracy_5_of_6":1,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.small_pool.peak":863815680,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.all.current":158,"Purity/2FRt3SRqqt*FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated":402410532,"Purity/3FRt1SRqqt0FBt/SRqqt_purity":0.46000000834465027,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.small_pool.allocated":868220928,"DeviceStatsMonitor.on_validation_batch_start/num_device_alloc":844,"Purity/3FRt0SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed":0,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current":18002944,"Purity/0FRt1SRqqt2FBt/SRqqt_purity":0.496921181678772,"Purity/1FRt3SRqqt4FBt/event_proportion":0,"Purity/*FRt0SRqqt1FBt/FBt_purity":1,"Purity/4FRt3SRqqt1FBt/event_proportion":0,"Purity/*FRt1SRqqt2FBt/event_proportion":0.01698908768594265,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak":863815680,"Purity/2FRt4SRqqt3FBt/event_proportion":0,"jet/accuracy_3_of_5":0.11262160539627075,"particle/accuracy_1_of_3":1,"Purity/4FRt2SRqqt*FBt/FRt_purity":0,"Purity/2FRt0SRqqt4FBt/event_proportion":0,"Purity/2FRt2SRqqt1FBt/event_purity":0,"Purity/2FRt4SRqqt1FBt/event_proportion":0,"Purity/4FRt0SRqqt*FBt/event_proportion":6.200397183420137e-05,"Purity/1FRt3SRqqt0FBt/SRqqt_purity":0.41861605644226074,"DeviceStatsMonitor.on_validation_batch_start/oversize_allocations.peak":0,"Purity/4FRt*SRqqt*FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.small_pool.freed":10098863861187,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.large_pool.freed":685637775593472,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak":2605,"Purity/2FRt4SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current":674365440,"jet/accuracy_1_of_1":0.4760756492614746,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.small_pool.current":868220928,"Purity/1FRt3SRqqt*FBt/FRt_purity":0.14712642133235931,"Purity/1FRt*SRqqt4FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current":446,"Purity/0FRt*SRqqt1FBt/FBt_purity":0.9979721903800964,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak":430,"Purity/0FRt1SRqqt0FBt/event_proportion":0.1695808470249176,"DeviceStatsMonitor.on_validation_batch_start/allocation.large_pool.freed":176131548,"Purity/*FRt0SRqqt0FBt/event_proportion":0.1573040634393692,"DeviceStatsMonitor.on_train_batch_end/num_alloc_retries":0,"Purity/3FRt*SRqqt*FBt/event_proportion":0.01016865111887455,"particle/accuracy_3_of_4":1,"DeviceStatsMonitor.on_validation_batch_end/oversize_segments.allocated":0,"Purity/*FRt2SRqqt*FBt/event_proportion":0.1332465261220932,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated":681676939436032,"DeviceStatsMonitor.on_validation_batch_end/allocation.small_pool.peak":24128,"DeviceStatsMonitor.on_validation_batch_start/oversize_allocations.freed":0,"Purity/4FRt3SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.large_pool.allocated":685637792632832,"loss/FRt4/assignment_loss":2.3650854027017636,"_wandb":{"runtime":9484},"Purity/1FRt0SRqqt2FBt/event_purity":0.15703877806663513,"DeviceStatsMonitor.on_validation_batch_end/allocation.small_pool.current":15977,"Purity/2FRt*SRqqt1FBt/SRqqt_purity":0.5755032896995544,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current":18002944,"Purity/3FRt3SRqqt3FBt/event_proportion":0,"Purity/1FRt*SRqqt4FBt/SRqqt_purity":0,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.large_pool.current":18002944,"Purity/0FRt1SRqqt*FBt/FBt_purity":0.9912302494049072,"Purity/*FRt1SRqqt*FBt/event_proportion":0.4486607015132904,"Purity/1FRt3SRqqt2FBt/FRt_purity":0,"DeviceStatsMonitor.on_validation_batch_start/segment.large_pool.allocated":430,"DeviceStatsMonitor.on_validation_batch_start/segment.large_pool.peak":430,"Purity/3FRt0SRqqt2FBt/event_proportion":6.200397183420137e-05,"Purity/*FRt2SRqqt2FBt/event_proportion":0.0020461310632526875,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.large_pool.freed":704105614963712,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed":699953638930944,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated":9326034944,"Purity/*FRt0SRqqt3FBt/event_proportion":0.0037822420708835125,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak":9148669952,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak":863815680,"Purity/*FRt0SRqqt4FBt/FRt_purity":1,"particle/accuracy_4_of_4":1,"Purity/3FRt4SRqqt0FBt/FRt_purity":0.3333333432674408,"Purity/*FRt4SRqqt2FBt/event_proportion":0,"jet/accuracy_4_of_5":0.018458781763911247,"Purity/0FRt*SRqqt4FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed":57492464,"Purity/*FRt1SRqqt3FBt/SRqqt_purity":0.8888888955116272,"Purity/2FRt3SRqqt1FBt/FBt_purity":1,"Purity/0FRt*SRqqt3FBt/event_proportion":0.0031001984607428312,"loss/SRqqt1/assignment_loss":1.656177310505882,"Purity/3FRt*SRqqt2FBt/SRqqt_purity":0.5,"Purity/0FRt2SRqqt1FBt/event_purity":0.02421383745968342,"Purity/3FRt3SRqqt0FBt/SRqqt_purity":0.6458333134651184,"Purity/0FRt*SRqqt2FBt/event_proportion":0.039372518658638,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated":710095993786880,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed":710095319408128,"Purity/0FRt4SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.all.allocated":695701853648923,"DeviceStatsMonitor.on_validation_batch_start/oversize_segments.peak":0,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.freed":710095319408128,"Purity/2FRt1SRqqt1FBt/FBt_purity":1,"Purity/*FRt*SRqqt2FBt/FRt_purity":0.4567309617996216,"jet/accuracy_7_of_7":0,"Purity/4FRt4SRqqt2FBt/event_proportion":0,"Purity/3FRt*SRqqt1FBt/FRt_purity":0.39537033438682556,"Purity/1FRt2SRqqt1FBt/SRqqt_purity":0.4574712812900543,"DeviceStatsMonitor.on_validation_batch_start/segment.small_pool.allocated":414,"DeviceStatsMonitor.on_validation_batch_start/active.small_pool.peak":24128,"_timestamp":1.7884143747571845e+09,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.small_pool.current":156,"DeviceStatsMonitor.on_validation_batch_end/active.small_pool.current":15977,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed":681622018266112,"DeviceStatsMonitor.on_validation_batch_start/allocation.large_pool.allocated":176131550,"Purity/3FRt4SRqqt*FBt/SRqqt_purity":0.25,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak":2605,"Purity/3FRt2SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams":2,"Purity/*FRt2SRqqt*FBt/FRt_purity":0.16603094339370728,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.all.allocated":714205478602240,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated":868220928,"particle/accuracy_3_of_3":1,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.small_pool.current":156,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed":227349052,"Purity/*FRt4SRqqt*FBt/event_proportion":0.0013020833721384406,"Purity/4FRt0SRqqt*FBt/FRt_purity":0,"loss/val_total_loss":41.166524434777585,"Purity/2FRt*SRqqt*FBt/FBt_purity":0.9969576597213745,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.all.current":139283968,"Purity/*FRt0SRqqt2FBt/event_proportion":0.0482390858232975,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak":30,"DeviceStatsMonitor.on_validation_batch_start/allocation.small_pool.current":15977,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak":9955586048,"particle/accuracy_3_of_7":1,"Purity/2FRt3SRqqt2FBt/event_proportion":0,"Purity/*FRt2SRqqt2FBt/FRt_purity":0.28125,"Purity/2FRt3SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/num_device_free":0,"Purity/0FRt4SRqqt0FBt/event_proportion":0.0004340277810115367,"Purity/*FRt0SRqqt1FBt/event_purity":0.695293128490448,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current":449,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.small_pool.allocated":10099354775579,"DeviceStatsMonitor.on_validation_batch_end/num_device_free":0,"jet/accuracy_4_of_6":0.03846153989434242,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed":227330598,"Purity/1FRt*SRqqt4FBt/event_purity":0.5,"Purity/4FRt2SRqqt*FBt/event_proportion":6.200397183420137e-05,"Purity/0FRt1SRqqt3FBt/event_proportion":0.0004340277810115367,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.all.current":507953752,"DeviceStatsMonitor.on_validation_batch_end/allocation.large_pool.peak":2605,"Purity/3FRt2SRqqt1FBt/FRt_purity":0.190476194024086,"Purity/1FRt*SRqqt1FBt/SRqqt_purity":0.5561609864234924,"Purity/0FRt0SRqqt4FBt/event_purity":0,"Purity/2FRt2SRqqt*FBt/SRqqt_purity":0.5261747241020203,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.current":0,"Purity/*FRt*SRqqt*FBt/FRt_purity":0.22122728824615479,"Purity/*FRt3SRqqt*FBt/FBt_purity":0.9642857313156128,"Purity/3FRt1SRqqt2FBt/SRqqt_purity":0.5,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated":691725795515359,"jet/accuracy_2_of_6":0.4166666865348816,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed":710038146941440,"Purity/1FRt*SRqqt1FBt/FRt_purity":0.33761265873908997,"jet/accuracy_2_of_5":0.4379480481147766,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed":764387561119232,"Purity/1FRt0SRqqt4FBt/event_purity":1,"Purity/4FRt2SRqqt0FBt/FRt_purity":0,"Purity/3FRt4SRqqt*FBt/event_purity":0,"jet/accuracy_2_of_3":0.24368803203105927,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak":163111424,"Purity/1FRt*SRqqt*FBt/event_proportion":0.4355778694152832,"DeviceStatsMonitor.on_validation_batch_end/oversize_allocations.current":0,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.all.peak":9955586048,"Purity/*FRt1SRqqt3FBt/FBt_purity":0.8888888955116272,"Purity/3FRt*SRqqt0FBt/event_proportion":0.007254464086145163,"Purity/4FRt1SRqqt0FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.small_pool.freed":57896524,"Purity/1FRt*SRqqt1FBt/event_purity":0.1612277626991272,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak":889,"DeviceStatsMonitor.on_validation_batch_end/segment.large_pool.peak":430,"Purity/*FRt2SRqqt2FBt/FBt_purity":0.9700000286102295,"Purity/1FRt3SRqqt0FBt/FRt_purity":0.14035087823867798,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current":2,"Purity/0FRt1SRqqt1FBt/FBt_purity":0.9951314330101013,"loss/SRqqt2/assignment_loss":1.0759472529488532,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.small_pool.peak":863815680,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.current":0,"Purity/3FRt2SRqqt*FBt/event_proportion":0.0029141865670681,"Purity/0FRt*SRqqt2FBt/SRqqt_purity":0.5125706195831299,"Purity/1FRt3SRqqt3FBt/event_proportion":0,"Purity/4FRt0SRqqt1FBt/event_proportion":0,"Purity/4FRt3SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.large_pool.current":18002944,"Purity/0FRt3SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated":9326034944,"Purity/4FRt*SRqqt2FBt/event_proportion":0,"Purity/*FRt0SRqqt0FBt/event_purity":0.15360477566719055,"Purity/*FRt2SRqqt0FBt/event_proportion":0.1085689514875412,"Purity/3FRt2SRqqt3FBt/event_proportion":0,"Purity/2FRt0SRqqt1FBt/FRt_purity":0.4111607074737549,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed":10047385206399,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated":10085164372992,"Purity/0FRt*SRqqt*FBt/FBt_purity":0.9915906190872192,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.small_pool.freed":10136182834176,"Purity/1FRt*SRqqt3FBt/FRt_purity":0.5,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.large_pool.freed":704068784934912,"Purity/3FRt0SRqqt*FBt/event_purity":0,"jet/accuracy_2_of_7":0.5,"DeviceStatsMonitor.on_validation_batch_start/num_oom_rejections":0,"particle/accuracy_6_of_7":1,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.large_pool.peak":163111424,"Purity/2FRt2SRqqt*FBt/event_purity":0,"Purity/0FRt0SRqqt3FBt/event_proportion":0.0026041667442768812,"Purity/0FRt2SRqqt3FBt/event_proportion":6.200397183420137e-05,"DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated":402378036,"Purity/1FRt2SRqqt1FBt/event_purity":0.008620689623057842,"Purity/1FRt4SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated":0,"Purity/0FRt4SRqqt4FBt/event_proportion":0,"Purity/1FRt3SRqqt2FBt/event_purity":0,"Purity/1FRt1SRqqt3FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.all.freed":160663466,"Purity/0FRt0SRqqt2FBt/FBt_purity":0.9914650917053223,"particle/accuracy_2_of_4":1,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.all.allocated":714242673757696,"Purity/*FRt*SRqqt2FBt/FBt_purity":0.9875088334083557,"loss/FBt4/detection_loss":2.302029949426651,"jet/accuracy_3_of_3":0.02893758751451969,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.all.freed":0,"Purity/1FRt0SRqqt3FBt/FBt_purity":0.9583333134651184,"Purity/0FRt4SRqqt1FBt/SRqqt_purity":0.25,"DeviceStatsMonitor.on_train_batch_start/segment.all.allocated":844,"loss/SRqqt3/detection_loss":0.9572920529719662,"Purity/4FRt0SRqqt3FBt/event_proportion":0,"Purity/3FRt4SRqqt*FBt/FRt_purity":0.3333333432674408,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak":863815680,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated":175041416,"DeviceStatsMonitor.on_validation_batch_start/max_split_size":-1,"Purity/*FRt0SRqqt*FBt/FBt_purity":0.9933608770370483,"Purity/4FRt*SRqqt3FBt/event_proportion":0,"Purity/1FRt2SRqqt0FBt/SRqqt_purity":0.4516281485557556,"Purity/0FRt2SRqqt1FBt/SRqqt_purity":0.5017520189285278,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.small_pool.current":492830208,"Purity/3FRt3SRqqt2FBt/event_proportion":0,"Purity/2FRt0SRqqt3FBt/FRt_purity":0.5,"Purity/2FRt3SRqqt*FBt/SRqqt_purity":0.41786783933639526,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.current":0,"Purity/1FRt2SRqqt1FBt/event_proportion":0.0088665671646595,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.large_pool.allocated":704105632966656,"DeviceStatsMonitor.on_validation_batch_end/active.all.freed":404600071,"loss/SRqqt1/detection_loss":2.112769916653633,"validation_average_jet_accuracy":0.43081507086753845,"jet/accuracy_1_of_4":0.925409734249115,"Purity/1FRt4SRqqt0FBt/SRqqt_purity":0.4166666567325592,"epoch":9,"Purity/*FRt*SRqqt4FBt/event_purity":0.1666666716337204,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.small_pool.allocated":868220928,"DeviceStatsMonitor.on_validation_batch_end/segment.all.current":844,"Purity/0FRt2SRqqt*FBt/FBt_purity":0.9853801131248474,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.large_pool.current":23940096,"Purity/0FRt2SRqqt*FBt/SRqqt_purity":0.4556694030761719,"Purity/4FRt4SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed":0,"DeviceStatsMonitor.on_validation_batch_start/segment.all.current":844,"Purity/0FRt3SRqqt2FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.all.freed":714242162924544,"particle/accuracy_7_of_7":1,"Purity/*FRt1SRqqt3FBt/event_proportion":0.0006820436683483422,"particle/accuracy_1_of_1":1,"DeviceStatsMonitor.on_validation_batch_end/oversize_allocations.allocated":0,"Purity/2FRt*SRqqt2FBt/event_proportion":0.00533234141767025,"Purity/1FRt0SRqqt0FBt/event_purity":0.18190257251262665,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed":10579281955840,"Purity/0FRt0SRqqt1FBt/event_proportion":0.0866195410490036,"Purity/3FRt*SRqqt*FBt/SRqqt_purity":0.5537037253379822,"Purity/*FRt*SRqqt2FBt/event_purity":0.2084140181541443,"Purity/4FRt*SRqqt*FBt/event_proportion":0.00018601190822664648,"Purity/*FRt1SRqqt1FBt/event_purity":0.1188964694738388,"Purity/3FRt*SRqqt*FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated":710038821306880,"Purity/1FRt*SRqqt0FBt/SRqqt_purity":0.47414422035217285,"Purity/1FRt3SRqqt0FBt/event_proportion":0.0078125,"Purity/2FRt1SRqqt0FBt/event_purity":0.0019841270986944437,"Purity/1FRt1SRqqt3FBt/SRqqt_purity":0.75,"Purity/1FRt1SRqqt4FBt/event_proportion":6.200397183420137e-05,"DeviceStatsMonitor.on_train_batch_start/num_ooms":0,"particle/accuracy_4_of_7":1,"Purity/1FRt0SRqqt0FBt/FRt_purity":0.18190257251262665,"Purity/2FRt2SRqqt0FBt/FRt_purity":0.16717372834682465,"Purity/3FRt1SRqqt0FBt/FRt_purity":0.1577777862548828,"Purity/2FRt*SRqqt3FBt/FRt_purity":0.5,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.small_pool.freed":57892014,"Purity/2FRt4SRqqt2FBt/event_proportion":0,"Purity/2FRt2SRqqt2FBt/event_purity":0,"particle/sensitivity":0.3248843848705292,"loss/FRt3/detection_loss":1.3923465432091193,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.large_pool.allocated":685602498873344,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current":654437756,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.large_pool.peak":9148669952,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.small_pool.freed":10631876956672,"Purity/*FRt1SRqqt0FBt/FRt_purity":0.15302982926368713,"Purity/4FRt4SRqqt3FBt/event_proportion":0,"Purity/*FRt3SRqqt1FBt/FRt_purity":0.38333335518836975,"Purity/3FRt*SRqqt1FBt/event_proportion":0.0026041667442768812,"Purity/3FRt1SRqqt1FBt/event_proportion":0.0009920635493472219,"Purity/*FRt2SRqqt1FBt/event_purity":0.019312169402837753,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated":700010009972736,"DeviceStatsMonitor.on_validation_batch_start/segment.all.allocated":844,"Purity/1FRt*SRqqt0FBt/event_proportion":0.3129960298538208,"Purity/0FRt1SRqqt2FBt/event_proportion":0.0087425597012043,"Purity/*FRt4SRqqt*FBt/FRt_purity":0.2638888955116272,"Purity/4FRt0SRqqt0FBt/event_purity":0,"Purity/3FRt2SRqqt0FBt/event_purity":0,"Purity/*FRt0SRqqt3FBt/event_purity":0.1150793582201004,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated":57492913,"Purity/*FRt0SRqqt2FBt/event_purity":0.28072527050971985,"Purity/3FRt0SRqqt0FBt/FRt_purity":0.1515151560306549,"Purity/3FRt2SRqqt*FBt/FBt_purity":1,"Purity/0FRt3SRqqt0FBt/event_proportion":0.006076388992369175,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.small_pool.allocated":10099718384987,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.current":448,"DeviceStatsMonitor.on_validation_batch_start/num_ooms":0,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak":9955586048,"Purity/1FRt*SRqqt2FBt/event_proportion":0.0223214291036129,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.small_pool.allocated":10137040791040,"Purity/0FRt2SRqqt0FBt/SRqqt_purity":0.4440898895263672,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated":868220928,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.small_pool.allocated":10136675664384,"Purity/0FRt0SRqqt0FBt/event_proportion":0.0407366082072258,"Purity/3FRt3SRqqt*FBt/event_purity":0,"Purity/1FRt1SRqqt2FBt/FBt_purity":0.971875011920929,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.large_pool.freed":768809028038656,"Purity/3FRt1SRqqt1FBt/event_purity":0,"particle/accuracy_1_of_7":1,"Purity/2FRt*SRqqt1FBt/FRt_purity":0.3613303601741791,"Purity/4FRt1SRqqt0FBt/FRt_purity":0.25,"Purity/0FRt3SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current":656375808,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current":674378752,"DeviceStatsMonitor.on_train_batch_start/num_device_alloc":844,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated":710095993786880,"Purity/3FRt*SRqqt*FBt/event_purity":0,"Purity/4FRt3SRqqt2FBt/event_proportion":0,"Purity/2FRt0SRqqt3FBt/event_proportion":6.200397183420137e-05,"Purity/2FRt0SRqqt*FBt/FBt_purity":0.9976190328598022,"Purity/1FRt0SRqqt1FBt/event_purity":0.28636136651039124,"Purity/*FRt0SRqqt3FBt/FRt_purity":0.47058823704719543,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated":10085983814144,"loss/FBt1/assignment_loss":0.610779335067491,"DeviceStatsMonitor.on_train_batch_start/max_split_size":-1,"Purity/1FRt*SRqqt2FBt/event_purity":0.12325304001569748,"Purity/1FRt1SRqqt2FBt/FRt_purity":0.35868051648139954,"Purity/3FRt1SRqqt1FBt/SRqqt_purity":0.5625,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed":10578427056128,"Purity/*FRt1SRqqt4FBt/event_proportion":6.200397183420137e-05,"DeviceStatsMonitor.on_validation_batch_start/active.all.freed":404581963,"DeviceStatsMonitor.on_validation_batch_start/active.large_pool.current":2,"DeviceStatsMonitor.on_train_batch_start/segment.all.current":844,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed":0,"Purity/*FRt*SRqqt2FBt/event_proportion":0.067336305975914,"Purity/0FRt*SRqqt0FBt/SRqqt_purity":0.4593832790851593,"Purity/0FRt2SRqqt*FBt/event_purity":0.06240920349955559,"jet/accuracy_6_of_6":0,"Purity/4FRt*SRqqt*FBt/FRt_purity":0.125,"Purity/*FRt*SRqqt0FBt/SRqqt_purity":0.4705239534378052,"loss/FBt3/detection_loss":0.5550406197296633,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.all.allocated":779403168545792,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.all.current":510833152,"Purity/*FRt2SRqqt1FBt/SRqqt_purity":0.513687252998352,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated":0,"Purity/*FRt4SRqqt0FBt/event_proportion":0.0012400794075801969,"Purity/*FRt3SRqqt0FBt/event_proportion":0.01804315485060215,"Purity/2FRt*SRqqt2FBt/event_purity":0.013565892353653908,"DeviceStatsMonitor.on_validation_batch_start/active.small_pool.current":15977,"lr-AdamW/pg2":9.635865155328637e-09,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed":710038146941440,"Purity/3FRt2SRqqt0FBt/event_proportion":0.0024801588151603937,"Purity/1FRt*SRqqt*FBt/FBt_purity":0.9928174614906311,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.all.current":507953752,"particle/accuracy_2_of_6":1,"Purity/3FRt3SRqqt*FBt/SRqqt_purity":0.6458333134651184,"Purity/4FRt3SRqqt0FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.small_pool.current":492830208,"loss/SRqqt3/assignment_loss":1.0920368088409305,"Purity/*FRt0SRqqt1FBt/FRt_purity":0.424112468957901,"DeviceStatsMonitor.on_train_batch_start/allocation.all.peak":24401,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.small_pool.peak":863815680,"DeviceStatsMonitor.on_validation_batch_start/active.large_pool.peak":2605,"DeviceStatsMonitor.on_validation_batch_start/allocation.large_pool.peak":2605,"DeviceStatsMonitor.on_validation_batch_start/active.all.current":15979,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak":9148669952,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.small_pool.peak":268325376,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.small_pool.allocated":10136675664384,"Purity/0FRt3SRqqt*FBt/SRqqt_purity":0.39291930198669434,"Purity/2FRt0SRqqt2FBt/event_purity":0.015350878238677979,"DeviceStatsMonitor.on_train_batch_end/segment.all.allocated":844,"DeviceStatsMonitor.on_validation_batch_end/segment.all.allocated":844,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.all.current":158,"Purity/*FRt1SRqqt1FBt/SRqqt_purity":0.5802529454231262,"Purity/1FRt2SRqqt0FBt/event_proportion":0.0474950410425663,"loss/SRqqt2/detection_loss":1.8935810347849673,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.large_pool.allocated":768809051978752,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed":10084508010496,"Purity/0FRt1SRqqt0FBt/SRqqt_purity":0.47443687915802,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed":691725124038035,"lr-AdamW/pg1":9.635865155328637e-09,"Purity/1FRt*SRqqt4FBt/event_proportion":0.00012400794366840273,"DeviceStatsMonitor.on_train_batch_start/active.all.freed":402357996,"Purity/*FRt1SRqqt3FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.large_pool.freed":704105614963712,"loss/SRqqt4/assignment_loss":1.4361801114171109,"Purity/1FRt0SRqqt*FBt/event_proportion":0.1966765820980072,"loss/FBt1/detection_loss":2.288214825093746,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed":175027398,"Purity/0FRt4SRqqt*FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.all.freed":0,"particle/accuracy_1_of_2":1,"Purity/1FRt2SRqqt0FBt/FRt_purity":0.14269743859767914,"Purity/1FRt1SRqqt*FBt/FRt_purity":0.18028177320957184,"Purity/*FRt2SRqqt2FBt/SRqqt_purity":0.5066666603088379,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.peak":2605,"Purity/2FRt4SRqqt*FBt/event_proportion":0.0003100198518950492,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated":430,"Purity/1FRt1SRqqt3FBt/event_proportion":0.00024801588733680546,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current":17039360,"Purity/1FRt0SRqqt2FBt/event_proportion":0.01512896828353405,"DeviceStatsMonitor.on_validation_batch_start/allocation.all.current":15979,"Purity/4FRt4SRqqt0FBt/event_proportion":0,"Purity/4FRt2SRqqt0FBt/SRqqt_purity":1,"loss/FRt3/assignment_loss":1.593944495374506,"Purity/1FRt1SRqqt2FBt/event_purity":0.0520833320915699,"DeviceStatsMonitor.on_validation_batch_end/num_oom_rejections":0,"Purity/*FRt3SRqqt*FBt/SRqqt_purity":0.4164724051952362,"Purity/3FRt1SRqqt*FBt/FRt_purity":0.23765431344509125,"Purity/2FRt2SRqqt*FBt/FRt_purity":0.18199798464775085,"Purity/1FRt0SRqqt*FBt/FRt_purity":0.27424800395965576,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated":764449235796992,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current":9326034944,"Purity/3FRt4SRqqt2FBt/event_proportion":0,"Purity/2FRt*SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak":24128,"Purity/3FRt2SRqqt1FBt/FBt_purity":1,"Purity/*FRt4SRqqt0FBt/event_purity":0,"Purity/3FRt0SRqqt2FBt/FRt_purity":0.3333333432674408,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated":775028687654912,"particle/accuracy_6_of_6":1,"Purity/0FRt4SRqqt2FBt/event_proportion":0,"Purity/*FRt1SRqqt2FBt/FRt_purity":0.34876543283462524,"Purity/3FRt4SRqqt0FBt/event_purity":0,"Purity/2FRt3SRqqt1FBt/FRt_purity":0.4166666567325592,"Purity/1FRt4SRqqt*FBt/event_proportion":0.00037202381645329297,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated":10085164372992,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed":159618500,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated":10048856079327,"Purity/2FRt3SRqqt0FBt/event_proportion":0.0035962301772087812,"Purity/*FRt*SRqqt1FBt/event_purity":0.41876012086868286,"Purity/2FRt1SRqqt*FBt/SRqqt_purity":0.540197491645813,"Purity/3FRt1SRqqt2FBt/FRt_purity":0.25,"Purity/2FRt2SRqqt2FBt/FRt_purity":0.5,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.large_pool.current":18002944,"Purity/2FRt3SRqqt0FBt/event_purity":0,"Purity/*FRt2SRqqt0FBt/SRqqt_purity":0.4617113471031189,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.small_pool.current":115343872,"Purity/4FRt*SRqqt0FBt/event_purity":0,"Purity/*FRt1SRqqt*FBt/FRt_purity":0.19056691229343414,"jet/accuracy_1_of_6":1,"Purity/2FRt0SRqqt1FBt/event_purity":0.09880952537059784,"Purity/1FRt0SRqqt2FBt/FRt_purity":0.5697501301765442,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed":0,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated":227350636,"Purity/3FRt0SRqqt*FBt/FRt_purity":0.289814829826355,"Purity/2FRt*SRqqt3FBt/event_purity":0,"Purity/*FRt4SRqqt0FBt/FRt_purity":0.2638888955116272,"Purity/2FRt1SRqqt1FBt/FRt_purity":0.34464287757873535,"Purity/3FRt*SRqqt1FBt/FBt_purity":1,"particle/accuracy_1_of_5":1,"loss/FBt2/detection_loss":2.194496899843216,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.all.allocated":714242673757696,"DeviceStatsMonitor.on_train_batch_start/allocation.all.current":20040,"Purity/*FRt1SRqqt2FBt/SRqqt_purity":0.5698413252830505,"Purity/1FRt2SRqqt2FBt/event_proportion":0.0009920635493472219,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current":654437964,"Purity/4FRt1SRqqt*FBt/FRt_purity":0.25,"Purity/2FRt1SRqqt3FBt/event_proportion":0,"Purity/0FRt*SRqqt1FBt/SRqqt_purity":0.5334270000457764,"DeviceStatsMonitor.on_train_batch_end/active.all.peak":24401,"Purity/0FRt3SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.small_pool.freed":10136547960832,"DeviceStatsMonitor.on_validation_batch_end/allocation.all.freed":404600071,"Purity/2FRt0SRqqt1FBt/event_proportion":0.0088665671646595,"Purity/0FRt0SRqqt2FBt/event_purity":0.3593812584877014,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.all.freed":714204967769088,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated":227369116,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.small_pool.current":492830208,"Purity/1FRt2SRqqt2FBt/FBt_purity":0.9666666388511658,"Purity/0FRt2SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.large_pool.current":9326034944,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.current":20038,"DeviceStatsMonitor.on_validation_batch_end/num_ooms":0,"Purity/0FRt4SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/num_oom_rejections":0,"Purity/1FRt2SRqqt2FBt/FRt_purity":0.2666666805744171,"Purity/3FRt*SRqqt2FBt/event_proportion":0.0003100198518950492,"Purity/*FRt3SRqqt*FBt/event_purity":0,"Purity/*FRt1SRqqt0FBt/SRqqt_purity":0.4870230257511139,"Purity/0FRt3SRqqt1FBt/SRqqt_purity":0.29629626870155334,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.all.allocated":160663624,"Purity/2FRt1SRqqt1FBt/event_proportion":0.007998512126505375,"Purity/1FRt0SRqqt1FBt/FBt_purity":1,"Purity/3FRt1SRqqt1FBt/FBt_purity":1,"Purity/2FRt2SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed":175027398,"Purity/3FRt2SRqqt*FBt/FRt_purity":0.12260536849498749,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.small_pool.freed":10136182834176,"Purity/1FRt*SRqqt2FBt/SRqqt_purity":0.6043498516082764,"Purity/*FRt1SRqqt4FBt/FRt_purity":0,"Purity/2FRt3SRqqt1FBt/event_proportion":0.00037202381645329297,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated":10579451857920,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed":775028493812736,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated":57488366,"DeviceStatsMonitor.on_validation_batch_start/active.small_pool.allocated":228466392,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.all.freed":695737003064067,"Purity/4FRt1SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed":10084508010496,"Purity/4FRt1SRqqt4FBt/event_proportion":0,"Purity/1FRt1SRqqt1FBt/SRqqt_purity":0.6129606366157532,"Purity/3FRt2SRqqt1FBt/event_purity":0,"Purity/*FRt2SRqqt*FBt/event_purity":0.026519067585468292,"DeviceStatsMonitor.on_validation_batch_end/num_alloc_retries":0,"loss/FBt4/assignment_loss":0.13148064184351824,"Purity/0FRt1SRqqt*FBt/event_proportion":0.2310267835855484,"Purity/3FRt0SRqqt*FBt/event_proportion":0.0028521826025098562,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.large_pool.peak":30,"Purity/3FRt1SRqqt*FBt/event_purity":0,"Purity/2FRt*SRqqt2FBt/SRqqt_purity":0.7727272510528564,"Purity/*FRt*SRqqt3FBt/FRt_purity":0.5,"Purity/*FRt2SRqqt1FBt/FRt_purity":0.23925912380218506,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.large_pool.peak":30,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.peak":0,"Purity/*FRt3SRqqt*FBt/event_proportion":0.02021329291164875,"DeviceStatsMonitor.on_train_batch_start/active.all.allocated":402378036,"Purity/3FRt*SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_end/active.all.peak":24401,"Purity/*FRt1SRqqt4FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/active.large_pool.freed":176131548,"particle/accuracy_1_of_6":1,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current":193842176,"Purity/2FRt0SRqqt0FBt/event_proportion":0.02480158768594265,"Purity/0FRt1SRqqt3FBt/FBt_purity":0.8571428656578064,"Purity/0FRt3SRqqt1FBt/FBt_purity":0.8888888955116272,"Purity/3FRt0SRqqt1FBt/event_purity":0,"Purity/4FRt4SRqqt1FBt/event_proportion":0,"Purity/2FRt0SRqqt2FBt/FBt_purity":0.9956141114234924,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak":414,"Purity/*FRt1SRqqt1FBt/FBt_purity":0.9974507093429565,"Purity/3FRt3SRqqt0FBt/event_purity":0,"Purity/0FRt3SRqqt4FBt/event_proportion":0,"Purity/1FRt*SRqqt2FBt/FBt_purity":0.98167884349823,"DeviceStatsMonitor.on_validation_batch_start/active.all.peak":24401,"Purity/3FRt*SRqqt*FBt/FRt_purity":0.21241216361522675,"Purity/3FRt0SRqqt1FBt/FBt_purity":1,"Purity/1FRt0SRqqt4FBt/FRt_purity":1,"Purity/1FRt0SRqqt3FBt/event_proportion":0.0011160714784637094,"loss/SRqqt4/detection_loss":1.9125747690175443,"Purity/*FRt*SRqqt3FBt/SRqqt_purity":0.8500000238418579,"jet/accuracy_5_of_6":0,"Purity/0FRt1SRqqt1FBt/SRqqt_purity":0.5461406111717224,"_runtime":9484,"Purity/*FRt4SRqqt1FBt/event_purity":0,"Purity/1FRt3SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated":102126038,"Purity/3FRt*SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.small_pool.peak":268325376,"Purity/*FRt*SRqqt3FBt/event_purity":0.10283686965703964,"Purity/4FRt2SRqqt4FBt/event_proportion":0,"Purity/2FRt4SRqqt*FBt/event_purity":0,"Purity/1FRt1SRqqt1FBt/FRt_purity":0.2467964142560959,"Purity/3FRt1SRqqt4FBt/event_proportion":0,"Purity/*FRt3SRqqt3FBt/event_proportion":0,"Purity/*FRt*SRqqt3FBt/event_proportion":0.0045262896455824375,"loss/FRt1/assignment_loss":3.1299229631057153,"Purity/2FRt*SRqqt2FBt/FBt_purity":0.9922481179237366,"jet/accuracy_1_of_3":0.8554959893226624,"Purity/*FRt4SRqqt*FBt/SRqqt_purity":0.3472222089767456,"Purity/0FRt1SRqqt0FBt/event_purity":0.47443687915802,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.small_pool.peak":861853521,"Purity/4FRt2SRqqt2FBt/event_proportion":0,"Purity/*FRt1SRqqt1FBt/event_proportion":0.1005084291100502,"Purity/1FRt3SRqqt*FBt/event_proportion":0.008990575559437275,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.large_pool.current":23940096,"particle/accuracy_4_of_5":1,"Purity/*FRt3SRqqt2FBt/FBt_purity":1,"Purity/3FRt3SRqqt1FBt/event_proportion":0,"Purity/1FRt3SRqqt1FBt/event_proportion":0.0011160714784637094,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.large_pool.peak":8838745088,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.large_pool.current":2,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current":169902080,"Purity/3FRt3SRqqt0FBt/FRt_purity":0.1666666716337204,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak":24128,"loss/total_loss":39.85977841131762,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.all.peak":10194255872,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated":10085983814144,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.large_pool.allocated":9326034944,"Purity/2FRt0SRqqt*FBt/event_purity":0.03137630224227905,"DeviceStatsMonitor.on_validation_batch_start/oversize_segments.allocated":0,"Purity/*FRt0SRqqt*FBt/FRt_purity":0.27339452505111694,"Purity/*FRt*SRqqt0FBt/event_purity":0.17927829921245575,"DeviceStatsMonitor.on_train_batch_start/active.all.peak":24401,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.all.peak":10194255872,"Purity/0FRt*SRqqt0FBt/event_purity":0.38036414980888367,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.all.peak":9643699025,"Purity/1FRt1SRqqt3FBt/FRt_purity":0.5,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current":674365440,"Purity/3FRt3SRqqt*FBt/event_proportion":0.0005580357392318547,"Purity/*FRt0SRqqt1FBt/event_proportion":0.1462053507566452,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak":9326034944,"Purity/1FRt3SRqqt*FBt/SRqqt_purity":0.4242337942123413,"Purity/*FRt0SRqqt2FBt/FRt_purity":0.5149928331375122,"Purity/4FRt2SRqqt*FBt/event_purity":0,"jet/accuracy_4_of_7":0,"Purity/1FRt*SRqqt1FBt/event_proportion":0.0987723246216774,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak":9643699025,"Purity/2FRt*SRqqt3FBt/event_proportion":6.200397183420137e-05,"Purity/*FRt*SRqqt*FBt/event_purity":0.2489892691373825,"Purity/0FRt*SRqqt*FBt/SRqqt_purity":0.4767269492149353,"Purity/0FRt1SRqqt4FBt/event_proportion":0,"Purity/1FRt2SRqqt*FBt/SRqqt_purity":0.45615530014038086,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.all.current":10194255872,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.large_pool.current":18002944,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed":175041414,"Purity/2FRt1SRqqt1FBt/SRqqt_purity":0.5678571462631226,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.all.peak":337538560,"Purity/*FRt2SRqqt1FBt/event_proportion":0.0225694440305233,"DeviceStatsMonitor.on_train_batch_end/segment.all.peak":844,"particle/f_score":0.4091939330101013,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.small_pool.allocated":10631992300544,"DeviceStatsMonitor.on_validation_batch_start/allocation.all.peak":24401,"Purity/3FRt1SRqqt2FBt/event_purity":0,"jet/accuracy_1_of_7":1,"DeviceStatsMonitor.on_validation_batch_start/active.large_pool.allocated":176131550,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current":868220928,"Purity/3FRt2SRqqt*FBt/SRqqt_purity":0.563218355178833,"Purity/1FRt2SRqqt3FBt/event_proportion":0,"Purity/1FRt1SRqqt*FBt/SRqqt_purity":0.5303431153297424,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.all.freed":695701345695171,"Purity/*FRt0SRqqt*FBt/event_proportion":0.3558407723903656,"Purity/4FRt2SRqqt0FBt/event_proportion":6.200397183420137e-05,"DeviceStatsMonitor.on_train_batch_end/allocation.all.freed":402390466,"Purity/2FRt*SRqqt*FBt/FRt_purity":0.22412312030792236,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.small_pool.peak":889,"jet/accuracy_5_of_5":0.0026881720405071974,"Purity/0FRt2SRqqt0FBt/event_purity":0.06923288106918335,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.all.peak":908,"Purity/0FRt1SRqqt1FBt/event_proportion":0.052269347012043,"DeviceStatsMonitor.on_validation_batch_start/oversize_allocations.current":0,"Purity/2FRt1SRqqt1FBt/event_purity":0,"Purity/0FRt*SRqqt*FBt/event_proportion":0.4109002947807312,"Purity/*FRt4SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed":227330598,"Purity/0FRt*SRqqt2FBt/FBt_purity":0.9900063872337341,"Purity/0FRt2SRqqt*FBt/event_proportion":0.0535714291036129,"Purity/*FRt1SRqqt4FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current":2,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak":9955586048,"Purity/2FRt3SRqqt0FBt/FRt_purity":0.2222222089767456,"Purity/0FRt*SRqqt2FBt/event_purity":0.2776424288749695,"Purity/3FRt2SRqqt0FBt/SRqqt_purity":0.540123462677002,"Purity/0FRt2SRqqt2FBt/event_proportion":0.0009920635493472219,"Purity/2FRt*SRqqt1FBt/event_proportion":0.02114335261285305,"Purity/*FRt0SRqqt2FBt/FBt_purity":0.9915334582328796,"Purity/2FRt4SRqqt*FBt/SRqqt_purity":0.25,"Purity/1FRt4SRqqt*FBt/FRt_purity":0.1666666716337204,"Purity/3FRt2SRqqt2FBt/event_proportion":0,"Purity/3FRt0SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/active.all.freed":402390466,"Purity/*FRt4SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated":774966175739392,"jet/accuracy_3_of_4":0.07353047281503677,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.large_pool.freed":685602481833984,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed":102126036,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.current":0,"Purity/*FRt3SRqqt*FBt/FRt_purity":0.16339285671710968,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak":908,"Purity/*FRt*SRqqt*FBt/FBt_purity":0.9923826456069946,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.all.freed":779403029261824,"Purity/2FRt1SRqqt0FBt/FRt_purity":0.16251572966575623,"Purity/0FRt0SRqqt*FBt/FBt_purity":0.9926718473434448,"DeviceStatsMonitor.on_train_batch_end/num_device_alloc":844,"DeviceStatsMonitor.on_validation_batch_end/segment.all.freed":0,"Purity/0FRt*SRqqt*FBt/event_purity":0.46723616123199463,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.large_pool.peak":8838745088,"Purity/*FRt*SRqqt*FBt/SRqqt_purity":0.4892991781234741,"Purity/2FRt1SRqqt0FBt/SRqqt_purity":0.5091186761856079,"DeviceStatsMonitor.on_train_batch_start/num_sync_all_streams":2,"Purity/1FRt2SRqqt*FBt/event_purity":0.003250189358368516,"Purity/3FRt0SRqqt1FBt/event_proportion":0.001178075443021953,"Purity/1FRt*SRqqt0FBt/event_purity":0.08362264931201935,"DeviceStatsMonitor.on_validation_batch_start/allocation.small_pool.peak":24128,"Purity/1FRt1SRqqt4FBt/event_purity":0,"trainer/global_step":12089,"DeviceStatsMonitor.on_validation_batch_end/oversize_segments.current":0,"Purity/0FRt2SRqqt0FBt/event_proportion":0.0431547611951828,"Purity/1FRt3SRqqt2FBt/SRqqt_purity":0.6666666865348816,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.large_pool.current":2,"Purity/1FRt*SRqqt3FBt/event_purity":0.0833333358168602,"jet/accuracy_6_of_7":0,"Purity/1FRt1SRqqt0FBt/event_proportion":0.1264880895614624,"Purity/3FRt2SRqqt*FBt/event_purity":0,"Purity/*FRt3SRqqt2FBt/FRt_purity":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current":163623936,"DeviceStatsMonitor.on_validation_batch_end/segment.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed":10085327438336,"Purity/1FRt1SRqqt*FBt/event_purity":0.02313969098031521,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak":337538560,"Purity/0FRt2SRqqt3FBt/SRqqt_purity":0.5,"DeviceStatsMonitor.on_validation_batch_start/segment.large_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed":0,"Purity/1FRt4SRqqt0FBt/event_purity":0,"Purity/4FRt3SRqqt*FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated":0,"Purity/1FRt0SRqqt4FBt/FBt_purity":1,"Purity/2FRt*SRqqt2FBt/FRt_purity":0.3992248475551605,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.small_pool.freed":10136547960832,"Purity/1FRt3SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed":57487920,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.all.allocated":779441409405952,"Purity/4FRt2SRqqt*FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.all.peak":9955586048,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak":24128,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.small_pool.freed":10099227470595,"Purity/*FRt4SRqqt1FBt/SRqqt_purity":0.25,"Purity/*FRt2SRqqt*FBt/FBt_purity":0.9952948093414307,"Purity/1FRt0SRqqt1FBt/event_proportion":0.0495411716401577,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.large_pool.current":17039360,"Purity/*FRt*SRqqt4FBt/event_proportion":0.00037202381645329297,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed":10085327438336,"Purity/*FRt3SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.large_pool.peak":9148669952,"DeviceStatsMonitor.on_train_batch_start/num_oom_rejections":0,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated":227350636,"Purity/3FRt1SRqqt3FBt/event_proportion":0,"Purity/1FRt2SRqqt2FBt/event_purity":0,"Purity/0FRt2SRqqt3FBt/FBt_purity":0.6666666865348816,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed":0,"Purity/2FRt3SRqqt3FBt/event_proportion":0,"Purity/2FRt*SRqqt*FBt/event_purity":0.012503346428275108,"Purity/*FRt0SRqqt*FBt/event_purity":0.39333000779151917,"Purity/1FRt2SRqqt1FBt/FRt_purity":0.21724137663841248,"Purity/0FRt4SRqqt0FBt/SRqqt_purity":0.3928571343421936,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated":175027400,"particle/accuracy_2_of_5":1,"jet/accuracy_2_of_2":0.11314436048269272,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.small_pool.peak":863815680,"DeviceStatsMonitor.on_train_batch_start/active.all.current":20040,"Purity/*FRt0SRqqt0FBt/FRt_purity":0.1846434623003006,"Purity/4FRt1SRqqt1FBt/event_proportion":0,"Purity/3FRt*SRqqt0FBt/SRqqt_purity":0.4931052029132843,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.large_pool.current":17039360,"Purity/0FRt1SRqqt*FBt/event_purity":0.3946760892868042,"Purity/0FRt3SRqqt0FBt/event_purity":0,"particle/accuracy_2_of_3":1,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak":868220928,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak":9955586048,"particle/accuracy_2_of_7":1,"Purity/1FRt1SRqqt4FBt/FBt_purity":1,"Purity/2FRt2SRqqt0FBt/SRqqt_purity":0.49814820289611816,"Purity/3FRt3SRqqt*FBt/FRt_purity":0.1666666716337204,"Purity/2FRt1SRqqt2FBt/FBt_purity":0.9886363744735718,"Purity/1FRt1SRqqt0FBt/event_purity":0.016817331314086914,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.small_pool.current":490914392,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak":2605,"Purity/2FRt*SRqqt0FBt/event_purity":0.005095345433801413,"Purity/4FRt2SRqqt1FBt/event_proportion":0,"Purity/1FRt3SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated":10048039644155,"DeviceStatsMonitor.on_validation_batch_end/segment.large_pool.freed":0,"DeviceStatsMonitor.on_validation_batch_start/allocation.small_pool.freed":228450415,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated":0,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed":0,"Purity/2FRt0SRqqt2FBt/event_proportion":0.00341021828353405,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed":227349052,"Purity/4FRt1SRqqt0FBt/event_proportion":6.200397183420137e-05,"Purity/0FRt4SRqqt*FBt/event_proportion":0.0004960317746736109,"particle/accuracy_3_of_6":1,"jet/accuracy_4_of_4":0.007084419950842857,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current":17039360,"Purity/*FRt*SRqqt*FBt/event_proportion":0.9592633843421936,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak":868220928,"DeviceStatsMonitor.on_validation_batch_start/active.small_pool.freed":228450415,"Purity/*FRt1SRqqt0FBt/event_purity":0.25076085329055786,"Purity/1FRt2SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_start/num_sync_all_streams":2,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak":8838745088,"DeviceStatsMonitor.on_validation_batch_start/active.all.allocated":404597942,"Purity/0FRt0SRqqt3FBt/event_purity":0.140625,"Purity/*FRt3SRqqt4FBt/event_proportion":0,"Purity/0FRt0SRqqt*FBt/event_proportion":0.1191096231341362,"DeviceStatsMonitor.on_train_batch_start/segment.all.freed":0,"Purity/4FRt0SRqqt2FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_end/active.large_pool.freed":176142354,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.large_pool.current":9326034944,"Purity/1FRt*SRqqt*FBt/event_purity":0.10366590321063995,"Purity/1FRt1SRqqt4FBt/SRqqt_purity":0,"Purity/1FRt3SRqqt*FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.all.freed":160674480,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed":10048201641363,"DeviceStatsMonitor.on_validation_batch_end/oversize_segments.freed":0,"Purity/0FRt1SRqqt2FBt/FBt_purity":0.9895833134651184,"Purity/*FRt2SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.all.current":510833152,"DeviceStatsMonitor.on_validation_batch_end/segment.large_pool.allocated":430,"Purity/2FRt0SRqqt3FBt/FBt_purity":1,"Purity/1FRt3SRqqt2FBt/event_proportion":6.200397183420137e-05,"Purity/0FRt1SRqqt2FBt/event_purity":0.03694581240415573,"DeviceStatsMonitor.on_train_batch_end/active.all.current":20066,"Purity/0FRt0SRqqt0FBt/event_purity":1,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.large_pool.allocated":9326034944,"Purity/2FRt2SRqqt0FBt/event_proportion":0.015376984141767025,"Purity/2FRt*SRqqt0FBt/FRt_purity":0.17711123824119568,"Purity/1FRt0SRqqt3FBt/FRt_purity":0.46875,"Purity/0FRt1SRqqt*FBt/SRqqt_purity":0.49513494968414307,"DeviceStatsMonitor.on_validation_batch_end/active.all.current":15979,"DeviceStatsMonitor.on_validation_batch_end/segment.all.peak":844,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.large_pool.peak":9148669952,"Purity/3FRt4SRqqt4FBt/event_proportion":0,"Purity/*FRt1SRqqt1FBt/FRt_purity":0.2778880000114441,"Purity/4FRt1SRqqt*FBt/event_proportion":6.200397183420137e-05,"Purity/2FRt3SRqqt0FBt/SRqqt_purity":0.41632989048957825,"Purity/*FRt3SRqqt0FBt/FRt_purity":0.15269707143306732,"DeviceStatsMonitor.on_train_batch_start/segment.all.peak":844,"Purity/3FRt0SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current":674378752,"Purity/3FRt0SRqqt1FBt/FRt_purity":0.4895833432674408,"Purity/3FRt4SRqqt0FBt/SRqqt_purity":0.25,"Purity/2FRt1SRqqt*FBt/FRt_purity":0.20444968342781067,"Purity/2FRt2SRqqt2FBt/event_proportion":6.200397183420137e-05,"Purity/1FRt*SRqqt3FBt/FBt_purity":0.9444444179534912,"Purity/1FRt3SRqqt1FBt/SRqqt_purity":0.4374999701976776,"Purity/2FRt3SRqqt*FBt/FRt_purity":0.24887385964393616,"Purity/0FRt1SRqqt3FBt/event_purity":0,"Purity/2FRt*SRqqt*FBt/SRqqt_purity":0.5182757377624512,"Purity/1FRt4SRqqt0FBt/FRt_purity":0.1666666716337204,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated":159618951,"Purity/*FRt2SRqqt0FBt/event_purity":0.029647868126630783,"Purity/*FRt*SRqqt4FBt/FRt_purity":0.5,"Purity/4FRt*SRqqt0FBt/SRqqt_purity":1,"Purity/*FRt*SRqqt1FBt/FBt_purity":0.9988924264907837,"Purity/0FRt0SRqqt1FBt/FBt_purity":1,"Purity/*FRt4SRqqt0FBt/SRqqt_purity":0.3472222089767456,"DeviceStatsMonitor.on_validation_batch_end/allocation.small_pool.allocated":228473694,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.small_pool.peak":868220928,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak":430,"DeviceStatsMonitor.on_validation_batch_end/oversize_segments.peak":0,"Purity/2FRt1SRqqt2FBt/FRt_purity":0.3333333432674408,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current":20038,"DeviceStatsMonitor.on_train_batch_end/num_device_free":0,"DeviceStatsMonitor.on_validation_batch_end/allocation.all.allocated":404616050,"Purity/*FRt2SRqqt3FBt/SRqqt_purity":0.5,"jet/accuracy_1_of_5":0.9686892032623291,"DeviceStatsMonitor.on_validation_batch_start/allocation.all.allocated":404597942,"Purity/3FRt1SRqqt0FBt/event_proportion":0.0024801588151603937,"Purity/*FRt*SRqqt0FBt/event_proportion":0.61557537317276,"Purity/1FRt0SRqqt1FBt/FRt_purity":0.42203351855278015,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current":656375808,"Purity/2FRt2SRqqt1FBt/FRt_purity":0.2013889104127884,"Purity/0FRt0SRqqt*FBt/event_purity":0.8205224275588989,"loss/FBt2/assignment_loss":0.3792924687399396,"Purity/3FRt1SRqqt1FBt/FRt_purity":0.3958333432674408,"Purity/2FRt0SRqqt3FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/active.small_pool.freed":228457717,"Purity/1FRt*SRqqt*FBt/SRqqt_purity":0.4940257966518402,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.all.freed":714242162924544,"Purity/0FRt3SRqqt1FBt/event_proportion":0.0006200397037900984,"Purity/0FRt*SRqqt3FBt/event_purity":0.1184210553765297,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed":0,"DeviceStatsMonitor.on_validation_batch_start/allocation.small_pool.allocated":228466392,"particle/specificity":0.9514623284339905,"Purity/*FRt1SRqqt3FBt/FRt_purity":0.5,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.large_pool.peak":9326034944,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.all.allocated":10194255872,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak":268325376,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.all.peak":9955586048,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current":10194255872,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.small_pool.current":490914392,"Purity/4FRt2SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.all.current":510833152,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated":10194255872,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current":656362496,"Purity/4FRt2SRqqt3FBt/event_proportion":0,"Purity/2FRt1SRqqt2FBt/event_proportion":0.0018601190531626344,"DeviceStatsMonitor.on_validation_batch_end/num_device_alloc":844,"Purity/*FRt3SRqqt1FBt/event_purity":0,"Purity/1FRt0SRqqt*FBt/event_purity":0.20776206254959106,"Purity/3FRt2SRqqt1FBt/event_proportion":0.0004340277810115367,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.large_pool.allocated":768771176245248,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak":0,"Purity/*FRt2SRqqt2FBt/event_purity":0,"Purity/1FRt1SRqqt*FBt/event_proportion":0.172185018658638,"Purity/1FRt1SRqqt2FBt/SRqqt_purity":0.607291579246521,"Purity/2FRt4SRqqt0FBt/FRt_purity":0.30000001192092896,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current":430,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current":2,"Purity/2FRt3SRqqt1FBt/SRqqt_purity":0.5,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak":8838745088,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.current":414,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed":159605788,"Purity/1FRt2SRqqt*FBt/FBt_purity":0.9976190328598022,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak":163111424,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak":9148669952,"Purity/*FRt4SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/allocation.all.freed":402357996,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.small_pool.peak":861853521,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak":337538560,"Purity/0FRt*SRqqt3FBt/SRqqt_purity":0.8125,"Purity/4FRt0SRqqt0FBt/event_proportion":6.200397183420137e-05,"Purity/1FRt4SRqqt*FBt/SRqqt_purity":0.4166666567325592,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current":10194255872,"Purity/1FRt1SRqqt4FBt/FRt_purity":0,"Purity/*FRt2SRqqt3FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/num_sync_all_streams":2,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.large_pool.freed":768771152305152,"Purity/0FRt0SRqqt1FBt/event_purity":1,"Purity/1FRt3SRqqt1FBt/FRt_purity":0.34375,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak":9643699025,"DeviceStatsMonitor.on_validation_batch_start/oversize_allocations.allocated":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current":23940096,"Purity/2FRt*SRqqt3FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_end/segment.small_pool.current":414,"Purity/0FRt1SRqqt3FBt/SRqqt_purity":0.8571428656578064,"Purity/4FRt1SRqqt*FBt/event_purity":0,"Purity/1FRt1SRqqt1FBt/FBt_purity":1,"Purity/*FRt0SRqqt4FBt/event_proportion":0.0003100198518950492,"Purity/1FRt3SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak":9148669952,"Purity/*FRt1SRqqt0FBt/event_proportion":0.3304191529750824,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.large_pool.allocated":704068802937856,"Purity/0FRt*SRqqt1FBt/event_proportion":0.1489335298538208,"Purity/1FRt*SRqqt3FBt/event_proportion":0.0013640873366966844,"Purity/*FRt1SRqqt*FBt/SRqqt_purity":0.5129204988479614,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.large_pool.peak":9326034944,"Purity/0FRt4SRqqt*FBt/event_purity":0,"loss/FRt2/assignment_loss":2.6798409606729234,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current":671477116,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated":227369116,"Purity/*FRt1SRqqt2FBt/event_purity":0.02824500948190689,"Purity/1FRt2SRqqt*FBt/event_proportion":0.0573536716401577,"Purity/1FRt*SRqqt0FBt/FRt_purity":0.16241177916526794,"Purity/2FRt0SRqqt0FBt/FRt_purity":0.19765740633010864,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak":889,"Purity/1FRt1SRqqt2FBt/event_proportion":0.006138392724096775,"Purity/2FRt2SRqqt*FBt/event_proportion":0.0193452388048172,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.large_pool.allocated":102771454,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak":10194255872,"Purity/1FRt4SRqqt2FBt/event_proportion":0,"Purity/*FRt1SRqqt4FBt/SRqqt_purity":0,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated":414,"Purity/3FRt*SRqqt1FBt/SRqqt_purity":0.596491277217865,"Purity/3FRt4SRqqt0FBt/event_proportion":0.00012400794366840273,"Purity/2FRt3SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.all.current":10194255872,"Purity/3FRt*SRqqt1FBt/event_purity":0,"Purity/3FRt*SRqqt3FBt/event_proportion":0,"Purity/3FRt4SRqqt*FBt/event_proportion":0.00012400794366840273,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current":868220928,"particle/accuracy":0.8536189198493958,"Purity/3FRt2SRqqt0FBt/FRt_purity":0.09876543283462524,"Purity/3FRt1SRqqt*FBt/event_proportion":0.0037202381063252687,"Purity/3FRt1SRqqt0FBt/event_purity":0,"loss/FRt4/detection_loss":2.4405186439448214,"Purity/1FRt4SRqqt*FBt/event_purity":0,"Purity/3FRt0SRqqt*FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current":671477324,"Purity/0FRt0SRqqt4FBt/event_proportion":0.00024801588733680546,"Purity/*FRt1SRqqt*FBt/FBt_purity":0.9913367629051208,"Purity/3FRt1SRqqt2FBt/event_proportion":0.00024801588733680546,"jet/accuracy_2_of_4":0.3585379123687744,"DeviceStatsMonitor.on_validation_batch_end/segment.small_pool.allocated":414,"Purity/0FRt3SRqqt*FBt/FBt_purity":0.8888888955116272,"Purity/0FRt2SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.all.freed":714204967769088,"DeviceStatsMonitor.on_train_batch_end/max_split_size":-1,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak":0,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed":691669403472511,"Purity/2FRt3SRqqt*FBt/event_proportion":0.003968254197388887,"particle/accuracy_2_of_2":1,"DeviceStatsMonitor.on_train_batch_end/allocation.all.current":20066,"Purity/3FRt4SRqqt1FBt/event_proportion":0,"jet/accuracy_3_of_6":0.09615384787321091,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current":18002944,"Purity/4FRt*SRqqt4FBt/event_proportion":0,"Purity/2FRt0SRqqt*FBt/event_proportion":0.0371403768658638,"Purity/2FRt1SRqqt2FBt/event_purity":0,"Purity/0FRt0SRqqt4FBt/FBt_purity":0.8125,"Purity/*FRt*SRqqt4FBt/FBt_purity":0.875,"Purity/*FRt4SRqqt1FBt/event_proportion":6.200397183420137e-05,"Purity/0FRt0SRqqt2FBt/event_proportion":0.02963789738714695,"_wandb.runtime":0,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.current":430,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated":159606236,"Purity/2FRt1SRqqt*FBt/event_proportion":0.0416666679084301,"Purity/0FRt*SRqqt3FBt/FBt_purity":0.9122807383537292,"Purity/0FRt2SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_start/oversize_segments.freed":0,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.all.allocated":10194255872,"Purity/1FRt4SRqqt4FBt/event_proportion":0,"Purity/4FRt4SRqqt*FBt/event_proportion":0,"Purity/2FRt2SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated":175041416,"Purity/*FRt*SRqqt1FBt/event_proportion":0.2714533805847168,"Purity/2FRt4SRqqt0FBt/SRqqt_purity":0.25,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.all.allocated":160674638,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.all.allocated":695737511017819,"Purity/1FRt4SRqqt0FBt/event_proportion":0.00037202381645329297,"Purity/2FRt4SRqqt0FBt/event_proportion":0.0003100198518950492,"Purity/*FRt0SRqqt4FBt/event_purity":0.20000000298023224,"Purity/2FRt3SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/active.small_pool.peak":24128,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.large_pool.allocated":704105632966656,"DeviceStatsMonitor.on_validation_batch_start/segment.all.freed":0,"Purity/3FRt0SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current":2,"Purity/1FRt0SRqqt*FBt/FBt_purity":0.9936092495918274,"Purity/3FRt1SRqqt*FBt/FBt_purity":1,"Purity/2FRt2SRqqt*FBt/FBt_purity":1,"Purity/4FRt1SRqqt*FBt/SRqqt_purity":1,"Purity/*FRt3SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated":414,"DeviceStatsMonitor.on_validation_batch_end/active.large_pool.allocated":176142356,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current":9326034944,"Purity/1FRt0SRqqt3FBt/event_purity":0.09375,"Purity/*FRt3SRqqt1FBt/SRqqt_purity":0.40123456716537476,"Purity/3FRt4SRqqt3FBt/event_proportion":0,"Purity/4FRt1SRqqt2FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed":681676922396672,"DeviceStatsMonitor.on_validation_batch_end/active.all.allocated":404616050,"Purity/3FRt*SRqqt0FBt/FRt_purity":0.1456274539232254,"Purity/*FRt4SRqqt1FBt/FBt_purity":1,"Purity/*FRt1SRqqt*FBt/event_purity":0.21256038546562195,"Purity/0FRt4SRqqt*FBt/SRqqt_purity":0.375,"Purity/*FRt0SRqqt3FBt/FBt_purity":0.9404761791229248,"Purity/1FRt4SRqqt1FBt/event_proportion":0,"Purity/0FRt4SRqqt3FBt/event_proportion":0,"Purity/2FRt4SRqqt*FBt/FRt_purity":0.30000001192092896,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated":710038821306880,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.large_pool.freed":102777956,"DeviceStatsMonitor.on_validation_batch_start/segment.small_pool.freed":0,"Purity/0FRt1SRqqt1FBt/event_purity":0.19482949376106262,"DeviceStatsMonitor.on_validation_batch_end/max_split_size":-1,"jet/accuracy_5_of_7":0,"DeviceStatsMonitor.on_validation_batch_start/segment.small_pool.peak":414,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.all.freed":779441270121984,"Purity/0FRt2SRqqt3FBt/event_purity":0,"Purity/*FRt2SRqqt*FBt/SRqqt_purity":0.4697090983390808,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.small_pool.peak":868220928,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.small_pool.allocated":57896680,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.current":2,"particle/accuracy_3_of_5":1,"Purity/1FRt*SRqqt2FBt/FRt_purity":0.5047373175621033,"Purity/3FRt1SRqqt*FBt/SRqqt_purity":0.5393518805503845,"Purity/1FRt2SRqqt0FBt/event_purity":0.0024420025292783976,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak":861853521,"Purity/2FRt0SRqqt2FBt/FRt_purity":0.45504385232925415,"DeviceStatsMonitor.on_validation_batch_start/segment.all.peak":844,"Purity/1FRt*SRqqt3FBt/SRqqt_purity":0.75,"DeviceStatsMonitor.on_validation_batch_end/oversize_allocations.peak":0,"Purity/*FRt2SRqqt4FBt/event_proportion":0,"jet/accuracy_1_of_2":0.7430844306945801,"DeviceStatsMonitor.on_validation_batch_end/allocation.large_pool.current":2,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated":10194255872,"DeviceStatsMonitor.on_validation_batch_end/allocation.large_pool.allocated":176142356,"Purity/*FRt*SRqqt2FBt/SRqqt_purity":0.5787314772605896,"Purity/1FRt1SRqqt*FBt/FBt_purity":0.9907804727554321,"DeviceStatsMonitor.on_validation_batch_end/oversize_allocations.freed":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated":102117870,"Purity/2FRt2SRqqt2FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed":699953638930944,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.small_pool.current":492830208,"Purity/2FRt1SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.small_pool.allocated":10632357427200,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed":102117868,"DeviceStatsMonitor.on_validation_batch_start/num_alloc_retries":0,"DeviceStatsMonitor.on_validation_batch_end/allocation.large_pool.freed":176142354,"particle/accuracy_5_of_7":1,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.small_pool.freed":0,"Purity/2FRt0SRqqt*FBt/FRt_purity":0.26724550127983093,"Purity/1FRt0SRqqt0FBt/event_proportion":0.1308283656835556,"DeviceStatsMonitor.on_validation_batch_end/allocation.all.peak":24401,"Purity/0FRt2SRqqt1FBt/event_proportion":0.00936259888112545,"Purity/1FRt1SRqqt1FBt/event_purity":0.040364257991313934,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated":430,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated":681622035305472,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed":700009991969792,"Purity/3FRt2SRqqt1FBt/SRqqt_purity":0.6428571343421936,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed":0,"Purity/0FRt4SRqqt1FBt/event_proportion":6.200397183420137e-05,"Purity/1FRt2SRqqt1FBt/FBt_purity":1,"Purity/0FRt2SRqqt2FBt/FBt_purity":0.9642857313156128,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current":18002944,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.large_pool.allocated":102777958,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.large_pool.freed":102771452,"Purity/2FRt0SRqqt0FBt/event_purity":0.011263428255915642,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current":656362496,"Purity/*FRt3SRqqt1FBt/event_proportion":0.002108135027810931,"Purity/1FRt*SRqqt*FBt/FRt_purity":0.22042079269886017,"DeviceStatsMonitor.on_train_batch_start/num_alloc_retries":0,"DeviceStatsMonitor.on_validation_batch_end/allocation.small_pool.freed":228457717,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.large_pool.allocated":704068802937856,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated":175027400,"Purity/4FRt1SRqqt0FBt/event_purity":0,"particle/accuracy_1_of_4":1,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated":764387585059328,"loss/FRt1/detection_loss":2.5752665935418544,"Purity/3FRt*SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.large_pool.peak":163111424,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed":0,"Purity/*FRt*SRqqt1FBt/FRt_purity":0.3454318344593048,"DeviceStatsMonitor.on_validation_batch_end/allocation.all.current":15979,"Purity/*FRt4SRqqt*FBt/FBt_purity":1,"Purity/3FRt*SRqqt2FBt/FRt_purity":0.2666666805744171,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak":268325376,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak":414,"Purity/3FRt0SRqqt0FBt/event_proportion":0.0016121031949296594,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.large_pool.peak":9148669952,"Purity/2FRt*SRqqt0FBt/event_proportion":0.0758928582072258,"DeviceStatsMonitor.on_validation_batch_start/num_device_free":0,"Purity/3FRt3SRqqt4FBt/event_proportion":0}